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Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

This repository makes the following changes to the excellent Magnitude project:

  • Project simplified to only support Word2Vec, GloVe and fastText embeddings
  • Approximate indexing/search methods removed
  • Annoy, AllenNLP (ELMo) and Torch dependencies removed
  • Removed internal SQLite related libraries (pysqlite, apsw) and use system SQLite package
  • Removed logic to download and stream models. Models must all be locally available, remote servers will not be checked.
  • Build process simplified to use PyPi dependencies

See Magnitude project for documentation and links to pre-trained models: https://github.com/plasticityai/magnitude

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